12 January 2018

Notes - deep image reconstruction / by all means




         After noon. You just finished lunch at First Watch in Westchester and are presently in the nearby Barnes and Noble. Carol is looking for books and magazines. Earlier you ran several errands after leaving your house for a cleaning. Last night you posted an article on AI that was more than amazing to you. Add the basics of the article below as well as the place any interested reader can find and read the fuller article for her or himself. - Amorella

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You think it and a robot sees it: The future is here with mind-reading AI
by TRISTAN GREENE — 1 day ago in ARTIFICIAL INTELLIGENCE

The first “this could change everything” AI story of the year comes to us in the form of (yet another) AI that’s supposed to read minds. This time however, there’s no parlor trick. We’re one step closer to being able to broadcast our thoughts to a screen, thanks to artificial intelligence.
Japanese scientists have created AI capable of reading a person’s brainwaves and displaying an image based on what they’re looking at. If a person is staring at a picture of the letter “A” the AI will successfully create an image that resembles a fuzzy version of that. It’s actually reading the person’s mind – sort of.
The scientists published their paper “Deep image reconstruction from human brain activity” wherein they state:
Here, we present a novel approach, named deep image reconstruction, to visualize perceptual content from human brain activity.
Over a 10 week period the scientists showed images to human test subjects and recorded their brainwaves. At times the subjects brains were monitored in real-time while they were looking at the images, other times they were asked to “recall” the images. The researchers used the brain scans to train a deep learning network to “decode” the data and visualize what the person was thinking about.
When these machines are learning to “read our minds” they’re doing it the exact same way human psychics do: by guessing. If you think of the letter “A” the computer doesn’t actually know what you’re thinking, it just knows what the brainwaves look like when you’re thinking it.
It visualizes your thoughts by guessing what output we want to see based on the data from our brains — unlike human “psychics” whose guesses are based on, we’ll just say: less scientific data.
AI is able to do a lot of guessing though — so far the field’s greatest trick has been to give AI the ability to ask and answer its own questions at mind-boggling speed.
The machine takes all the information it has – brainwaves in this case – and turns it into an image. It does this over and over until (without seeing the same image as the human, obviously) it can somewhat recreate that image.
For now, it’s obviously not perfect – but it’s almost certain to be a use-case for the field of deep learning that sees extensive development.
That’s when things get interesting.
One day technology like this may turn our minds into projectors or allow us to share streaming footage of our actual dreams with one another. It’s difficult to imagine the ramifications of a technology that could make our brains the penultimate computer input device.
This could enable understanding without communication: the ability for humans to gain knowledge from machines or other humans instantly.
It could also destroy the idea of privacy, ruin poker forever, and start World War III, but that’s a different article.
Selected and edited (without photos) from - https://  thenextweb dot com/artificial-intelligence  /2018/01/10  /you-think-it-and-a-robot-sees-it-the-future-is-here-with-mind-reading-ai/

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         1244 hours. I will open the FB page article from 'friends' to 'everyone' is a reader is interested. The profound potential of this conceptual software program may change how we think from the inside out. Dreams or other subjective thoughts may be image copied from machinery. How would it be to have a strongly visual dream and have it copied so that you and/or others can see it for what it was? The subconscious and perhaps later the unconscious mind could be visually integrated into a sharable reality. Wow.

         Post. - Amorella

          1307 hours. What if my alien machinery could use this? How would it use it? For what purpose? The questions begin.


         You stopped at Graeter's near UC/Westchester Hospital off Cox and Tylersville for two kids' cups. You are waiting for Jill to finish cleaning which is about two-thirty.

         1409 hours. Yet again I re-read the article. I was so engrossed on the literal dream imagery that I forgot the other side -- understanding without communication. Now I am doubly blown away. The ramifications are beyond imaginary filtering, at least at present. Learning without (usual) human to human; human to machine, machine to human communication; learning instantly. I have no more words for this.

         You had a nap. Carol found you needed a few more things from the store and another bill to drop in the mail so, here you are in handicap parking in front of Kroger's on Mason-Montgomery Road. You are having chili for supper. The snow began falling when you left the house and now it is snow and sleet and the cars are being covered; very messy. Salt trucks are out and have begun their street rounds. - Amorella

         1610 hours. It's changing into a snow storm right before my eyes. Quite surprised to see it come so quickly. There will definitely be icy roads, the road is beginning to freeze as the snow is now sticking to the asphalt. The cars that were already here in the lot right in front of me are covered with a thin though growing layer of snow and ice mix. People are scurrying around actually red faced from the wind. There is a poor young fellow taking in a string of grocery carts. People get antsy when the weather changes. Another boy has come out to pick up more carts. It's fun watching people's body language as they move around quickly with a little more determination in their gaits . . .  like 'suck it up and get out to the car and out of this miserable environment'. Ice now forming on the windows. Time to restart the car and turn on the back window heater and defrost before it ices up. (1623)

         Instincts are kicking in. Necessities for immediate physical survival, don't you think? - Amorella

         1626 hours. It's not that bad, Amorella. The lady in front of me dropped her grocery sacks in the back seat and is now ready to pull out after using the windshield wipers to clear most of the ice and snow. She didn't have to use a scraper. It's not that bad. People just want to get into the warmth of the store or out into the warmth from the car engine. It's not a matter of life and death.

         No, but in days not that long ago it might have led to such grave matters for many. - Amorella

         1631 hours. If you are talking about flu or pneumonia, I suppose. Just shut the engine off -- too hot in here. It's not snowing so much at the moment. I don't know why Carol is taking so long, she just wanted a couple of items.

         You are home. Carol came out as you were writing your last sentence. Whether you realize it or not. We communicate non-human to human in much the same way as the article suggests except we use twenty-six letters, a few numbers and other symbols found on the old typewriter keyboard. I, the Amorella, use your system. We both have had to adapt to communicate more efficiently. - Amorella

         1702 hours. How does that work on your end? Is it 'thought' transfer, like mind reading? That's, how I think of it.

         I don't have a mind, boy. - Amorella

         1707 hours. I don't think of you with a physical body or even a spiritual body (with angelic-like representations), but 'mind' is the only thing I could come up with that allows us to communicate -- I have a mind and you have a mind-like mind. This is hypothetical, of course, otherwise, I assume you are a manifestation of my singular mind separated into two parts - a long term hallucination of sorts.

         I understand that's your hypothesis for the theoretical, but I know you better than you think, young man. - Amorella

         1716 hours. Is this your statement: You 'know' me better than [I can] think.

         Yes. - Amorella

         1720 hours. You are being literal.

         Yes. - Amorella

         1721 hours. With our lengthy relationship I have no reason to doubt you, plus, the blog supports plenty of evidence that you do 'know' me better than I myself do. This in itself shows there is very little to nothing that I can 'know' anything about you . . . though I may come to some understandings, for example, I see you as benevolent.

         Yes. - Amorella

         1726 hours. This presently puts me in an 'awkward state of being' or state of consciousness. I am either 'more' or 'less' conscious of my sense of 'a full being of humanity'.

         You are assuming your sense of being is less human because you are under the impression something of 'reality' is suddenly missing from the moment at 1716 hours. - Amorella

         1735 hours. This is making me tired, Amorella. I need a break.

         By all means. Post. Later, dude. - Amorella

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